Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	13642
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.2 MiB
Average record size in memory	168.0 B

Variable types

Categorical	2
Numeric	19

Alerts

`Date` has a high cardinality: 718 distinct values	High cardinality
`0.1` is highly correlated with `0.2` and 17 other fields	High correlation
`0.2` is highly correlated with `0.1` and 17 other fields	High correlation
`0.3` is highly correlated with `0.1` and 17 other fields	High correlation
`0.4` is highly correlated with `0.1` and 17 other fields	High correlation
`0.5` is highly correlated with `0.1` and 17 other fields	High correlation
`0.6` is highly correlated with `0.1` and 17 other fields	High correlation
`0.7` is highly correlated with `0.1` and 17 other fields	High correlation
`0.8` is highly correlated with `0.1` and 17 other fields	High correlation
`0.9` is highly correlated with `0.1` and 17 other fields	High correlation
`1` is highly correlated with `0.1` and 17 other fields	High correlation
`1.1` is highly correlated with `0.1` and 17 other fields	High correlation
`1.2` is highly correlated with `0.1` and 17 other fields	High correlation
`1.3` is highly correlated with `0.1` and 17 other fields	High correlation
`1.4` is highly correlated with `0.1` and 17 other fields	High correlation
`1.5` is highly correlated with `0.1` and 17 other fields	High correlation
`1.6` is highly correlated with `0.1` and 17 other fields	High correlation
`1.7` is highly correlated with `0.1` and 17 other fields	High correlation
`1.8` is highly correlated with `0.1` and 17 other fields	High correlation
`1.9` is highly correlated with `0.1` and 17 other fields	High correlation
`0.1` is highly correlated with `0.2` and 14 other fields	High correlation
`0.2` is highly correlated with `0.1` and 16 other fields	High correlation
`0.3` is highly correlated with `0.1` and 17 other fields	High correlation
`0.4` is highly correlated with `0.1` and 17 other fields	High correlation
`0.5` is highly correlated with `0.1` and 17 other fields	High correlation
`0.6` is highly correlated with `0.1` and 17 other fields	High correlation
`0.7` is highly correlated with `0.1` and 17 other fields	High correlation
`0.8` is highly correlated with `0.1` and 17 other fields	High correlation
`0.9` is highly correlated with `0.2` and 16 other fields	High correlation
`1` is highly correlated with `0.3` and 14 other fields	High correlation
`1.1` is highly correlated with `0.2` and 16 other fields	High correlation
`1.2` is highly correlated with `0.1` and 17 other fields	High correlation
`1.3` is highly correlated with `0.1` and 17 other fields	High correlation
`1.4` is highly correlated with `0.1` and 17 other fields	High correlation
`1.5` is highly correlated with `0.1` and 17 other fields	High correlation
`1.6` is highly correlated with `0.1` and 17 other fields	High correlation
`1.7` is highly correlated with `0.1` and 17 other fields	High correlation
`1.8` is highly correlated with `0.1` and 17 other fields	High correlation
`1.9` is highly correlated with `0.1` and 16 other fields	High correlation
`0.1` is highly correlated with `0.2` and 14 other fields	High correlation
`0.2` is highly correlated with `0.1` and 15 other fields	High correlation
`0.3` is highly correlated with `0.1` and 17 other fields	High correlation
`0.4` is highly correlated with `0.1` and 17 other fields	High correlation
`0.5` is highly correlated with `0.1` and 17 other fields	High correlation
`0.6` is highly correlated with `0.1` and 17 other fields	High correlation
`0.7` is highly correlated with `0.1` and 17 other fields	High correlation
`0.8` is highly correlated with `0.1` and 17 other fields	High correlation
`0.9` is highly correlated with `0.2` and 16 other fields	High correlation
`1` is highly correlated with `0.3` and 14 other fields	High correlation
`1.1` is highly correlated with `0.3` and 15 other fields	High correlation
`1.2` is highly correlated with `0.1` and 17 other fields	High correlation
`1.3` is highly correlated with `0.1` and 17 other fields	High correlation
`1.4` is highly correlated with `0.1` and 17 other fields	High correlation
`1.5` is highly correlated with `0.1` and 17 other fields	High correlation
`1.6` is highly correlated with `0.1` and 17 other fields	High correlation
`1.7` is highly correlated with `0.1` and 17 other fields	High correlation
`1.8` is highly correlated with `0.1` and 17 other fields	High correlation
`1.9` is highly correlated with `0.1` and 16 other fields	High correlation
`Tenor` is highly correlated with `0.1` and 18 other fields	High correlation
`0.1` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.2` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.3` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.4` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.5` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.6` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.7` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.8` is highly correlated with `Tenor` and 18 other fields	High correlation
`0.9` is highly correlated with `Tenor` and 18 other fields	High correlation
`1` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.1` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.2` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.3` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.4` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.5` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.6` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.7` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.8` is highly correlated with `Tenor` and 18 other fields	High correlation
`1.9` is highly correlated with `Tenor` and 18 other fields	High correlation
`Date` is uniformly distributed	Uniform
`Tenor` is uniformly distributed	Uniform
`0.1` has unique values	Unique
`0.2` has unique values	Unique
`0.3` has unique values	Unique
`0.5` has unique values	Unique
`0.6` has unique values	Unique
`0.7` has unique values	Unique
`1.1` has unique values	Unique
`1.9` has unique values	Unique

Reproduction

Analysis started	2022-01-04 09:26:57.424073
Analysis finished	2022-01-04 09:28:11.716540
Duration	1 minute and 14.29 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

Date
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	718
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Memory size	106.7 KiB

1/5/2017	19
11/27/2018	19
10/30/2018	19
10/31/2018	19
11/1/2018	19
Other values (713)	13547

Length

Max length	10
Median length	9
Mean length	8.903899721
Min length	8

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1/5/2017
2nd row	1/5/2017
3rd row	1/5/2017
4th row	1/5/2017
5th row	1/5/2017

Common Values

Value	Count	Frequency (%)
1/5/2017	19	0.1%
11/27/2018	19	0.1%
10/30/2018	19	0.1%
10/31/2018	19	0.1%
11/1/2018	19	0.1%
11/2/2018	19	0.1%
11/5/2018	19	0.1%
11/6/2018	19	0.1%
11/7/2018	19	0.1%
11/8/2018	19	0.1%
Other values (708)	13452	98.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1/5/2017	19	0.1%
3/7/2017	19	0.1%
2/3/2017	19	0.1%
1/19/2017	19	0.1%
1/9/2017	19	0.1%
1/10/2017	19	0.1%
1/11/2017	19	0.1%
1/12/2017	19	0.1%
1/13/2017	19	0.1%
1/16/2017	19	0.1%
Other values (708)	13452	98.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Tenor
Categorical

HIGH CORRELATION
UNIFORM

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	106.7 KiB

2M	718
7Y	718
30Y	718
25Y	718
20Y	718
Other values (14)	10052

Length

Max length	3
Median length	2
Mean length	2.315789474
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2M
2nd row	3M
3rd row	6M
4th row	9M
5th row	1Y

Common Values

Value	Count	Frequency (%)
2M	718	5.3%
7Y	718	5.3%
30Y	718	5.3%
25Y	718	5.3%
20Y	718	5.3%
15Y	718	5.3%
10Y	718	5.3%
9Y	718	5.3%
8Y	718	5.3%
6Y	718	5.3%
Other values (9)	6462	47.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2m	718	5.3%
3m	718	5.3%
6m	718	5.3%
9m	718	5.3%
1y	718	5.3%
2y	718	5.3%
3y	718	5.3%
4y	718	5.3%
5y	718	5.3%
6y	718	5.3%
Other values (9)	6462	47.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

0.1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3318807811

Minimum	0.205536244
Maximum	0.687276568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.205536244
5-th percentile	0.2301580772
Q1	0.2845775915
median	0.316036176
Q3	0.3519498282
95-th percentile	0.5244997588
Maximum	0.687276568
Range	0.481740324
Interquartile range (IQR)	0.06737223675

Descriptive statistics

Standard deviation	0.08341089798
Coefficient of variation (CV)	0.2513278947
Kurtosis	1.867888186
Mean	0.3318807811
Median Absolute Deviation (MAD)	0.034297645
Skewness	1.36814667
Sum	4527.517615
Variance	0.006957377902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.468213679	1	< 0.1%
0.366686659	1	< 0.1%
0.320625963	1	< 0.1%
0.317428026	1	< 0.1%
0.314132646	1	< 0.1%
0.30809509	1	< 0.1%
0.302666111	1	< 0.1%
0.29736619	1	< 0.1%
0.293093231	1	< 0.1%
0.289492486	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.205536244	1	< 0.1%
0.206609364	1	< 0.1%
0.20661442	1	< 0.1%
0.206618818	1	< 0.1%
0.206623485	1	< 0.1%
0.207323499	1	< 0.1%
0.207329494	1	< 0.1%
0.207334223	1	< 0.1%
0.207339121	1	< 0.1%
0.207576936	1	< 0.1%

Value	Count	Frequency (%)
0.687276568	1	< 0.1%
0.681010557	1	< 0.1%
0.679627578	1	< 0.1%
0.676950448	1	< 0.1%
0.675890875	1	< 0.1%
0.673749574	1	< 0.1%
0.672669416	1	< 0.1%
0.669252438	1	< 0.1%
0.668973688	1	< 0.1%
0.667505447	1	< 0.1%

0.2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3020067868

Minimum	0.189888887
Maximum	0.630411466
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.189888887
5-th percentile	0.2095546128
Q1	0.2606050265
median	0.288830994
Q3	0.3239870847
95-th percentile	0.4649559894
Maximum	0.630411466
Range	0.440522579
Interquartile range (IQR)	0.06338205825

Descriptive statistics

Standard deviation	0.0720032117
Coefficient of variation (CV)	0.2384158729
Kurtosis	1.836474857
Mean	0.3020067868
Median Absolute Deviation (MAD)	0.032861562
Skewness	1.270970936
Sum	4119.976586
Variance	0.005184462495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.419250696	1	< 0.1%
0.323028444	1	< 0.1%
0.287608495	1	< 0.1%
0.28516558	1	< 0.1%
0.282451886	1	< 0.1%
0.277094683	1	< 0.1%
0.272352214	1	< 0.1%
0.267337949	1	< 0.1%
0.263298513	1	< 0.1%
0.259912808	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.189888887	1	< 0.1%
0.189892241	1	< 0.1%
0.189895189	1	< 0.1%
0.189901078	1	< 0.1%
0.191065268	1	< 0.1%
0.191099399	1	< 0.1%
0.19114162	1	< 0.1%
0.191638949	1	< 0.1%
0.191643501	1	< 0.1%
0.191645606	1	< 0.1%

Value	Count	Frequency (%)
0.630411466	1	< 0.1%
0.624879757	1	< 0.1%
0.622466698	1	< 0.1%
0.61785035	1	< 0.1%
0.615822269	1	< 0.1%
0.614663061	1	< 0.1%
0.613258341	1	< 0.1%
0.61264266	1	< 0.1%
0.610116226	1	< 0.1%
0.609685893	1	< 0.1%

0.3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2766141094

Minimum	0.172410577
Maximum	0.578715254
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.172410577
5-th percentile	0.1932472587
Q1	0.2396629238
median	0.265497186
Q3	0.300551673
95-th percentile	0.4122838509
Maximum	0.578715254
Range	0.406304677
Interquartile range (IQR)	0.06088874925

Descriptive statistics

Standard deviation	0.06242792204
Coefficient of variation (CV)	0.2256859644
Kurtosis	1.819528749
Mean	0.2766141094
Median Absolute Deviation (MAD)	0.0318053445
Skewness	1.152233516
Sum	3773.56968
Variance	0.003897245451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.376259888	1	< 0.1%
0.287089784	1	< 0.1%
0.260804715	1	< 0.1%
0.259027735	1	< 0.1%
0.256829412	1	< 0.1%
0.252054092	1	< 0.1%
0.247899832	1	< 0.1%
0.243133282	1	< 0.1%
0.239302622	1	< 0.1%
0.236114767	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.172410577	1	< 0.1%
0.172416657	1	< 0.1%
0.172417797	1	< 0.1%
0.172424613	1	< 0.1%
0.172468492	1	< 0.1%
0.172722777	1	< 0.1%
0.173015876	1	< 0.1%
0.173017918	1	< 0.1%
0.173022851	1	< 0.1%
0.173029312	1	< 0.1%

Value	Count	Frequency (%)
0.578715254	1	< 0.1%
0.573783444	1	< 0.1%
0.572737823	1	< 0.1%
0.567873742	1	< 0.1%
0.563275432	1	< 0.1%
0.562545872	1	< 0.1%
0.561171139	1	< 0.1%
0.558124358	1	< 0.1%
0.558035408	1	< 0.1%
0.558028465	1	< 0.1%

0.4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2545995648

Minimum	0.156771771
Maximum	0.53134445
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.156771771
5-th percentile	0.1775628123
Q1	0.2218273853
median	0.2456310865
Q3	0.2806095375
95-th percentile	0.3657596063
Maximum	0.53134445
Range	0.374572679
Interquartile range (IQR)	0.05878215225

Descriptive statistics

Standard deviation	0.05432004986
Coefficient of variation (CV)	0.2133548418
Kurtosis	1.813606725
Mean	0.2545995648
Median Absolute Deviation (MAD)	0.030362648
Skewness	1.015516021
Sum	3473.247263
Variance	0.002950667817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.272094866	2	< 0.1%
0.338158301	1	< 0.1%
0.171564056	1	< 0.1%
0.238466143	1	< 0.1%
0.237276634	1	< 0.1%
0.235533412	1	< 0.1%
0.231259112	1	< 0.1%
0.227614668	1	< 0.1%
0.223059613	1	< 0.1%
0.219411612	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.156771771	1	< 0.1%
0.156777842	1	< 0.1%
0.156779195	1	< 0.1%
0.156786069	1	< 0.1%
0.157225094	1	< 0.1%
0.157626569	1	< 0.1%
0.157675262	1	< 0.1%
0.157679658	1	< 0.1%
0.157682141	1	< 0.1%
0.157685395	1	< 0.1%

Value	Count	Frequency (%)
0.53134445	1	< 0.1%
0.5270281	1	< 0.1%
0.526908426	1	< 0.1%
0.521981191	1	< 0.1%
0.51602433	1	< 0.1%
0.515182465	1	< 0.1%
0.513979465	1	< 0.1%
0.51280861	1	< 0.1%
0.510702469	1	< 0.1%
0.510355784	1	< 0.1%

0.5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2352753803

Minimum	0.143880871
Maximum	0.487723209
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.143880871
5-th percentile	0.1642507532
Q1	0.2065266615
median	0.2281314965
Q3	0.262412015
95-th percentile	0.3230431956
Maximum	0.487723209
Range	0.343842338
Interquartile range (IQR)	0.0558853535

Descriptive statistics

Standard deviation	0.04752165724
Coefficient of variation (CV)	0.2019831279
Kurtosis	1.813153518
Mean	0.2352753803
Median Absolute Deviation (MAD)	0.028794879
Skewness	0.8737569113
Sum	3209.626738
Variance	0.002258307907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.304372137	1	< 0.1%
0.230476266	1	< 0.1%
0.219566794	1	< 0.1%
0.218888887	1	< 0.1%
0.217542301	1	< 0.1%
0.213698219	1	< 0.1%
0.210496535	1	< 0.1%
0.20611973	1	< 0.1%
0.202629311	1	< 0.1%
0.199779367	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.143880871	1	< 0.1%
0.143885526	1	< 0.1%
0.143888224	1	< 0.1%
0.143893718	1	< 0.1%
0.144598363	1	< 0.1%
0.144784487	1	< 0.1%
0.144923903	1	< 0.1%
0.144927021	1	< 0.1%
0.144930729	1	< 0.1%
0.144932664	1	< 0.1%

Value	Count	Frequency (%)
0.487723209	1	< 0.1%
0.484836446	1	< 0.1%
0.483698958	1	< 0.1%
0.47965834	1	< 0.1%
0.473140502	1	< 0.1%
0.470933005	1	< 0.1%
0.47090735	1	< 0.1%
0.470479259	1	< 0.1%
0.467512891	1	< 0.1%
0.467107244	1	< 0.1%

0.6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2182174388

Minimum	0.133259019
Maximum	0.44750975
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.133259019
5-th percentile	0.1527150495
Q1	0.193466998
median	0.2117913055
Q3	0.2455552923
95-th percentile	0.287529975
Maximum	0.44750975
Range	0.314250731
Interquartile range (IQR)	0.05208829425

Descriptive statistics

Standard deviation	0.04201143871
Coefficient of variation (CV)	0.1925209962
Kurtosis	1.791315475
Mean	0.2182174388
Median Absolute Deviation (MAD)	0.026931003
Skewness	0.7544421399
Sum	2976.9223
Variance	0.001764960982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.274822661	1	< 0.1%
0.207819251	1	< 0.1%
0.20348998	1	< 0.1%
0.203242101	1	< 0.1%
0.202230528	1	< 0.1%
0.198750074	1	< 0.1%
0.19592907	1	< 0.1%
0.191700328	1	< 0.1%
0.188344039	1	< 0.1%
0.185635957	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.133259019	1	< 0.1%
0.133260828	1	< 0.1%
0.133266048	1	< 0.1%
0.133268705	1	< 0.1%
0.134133802	1	< 0.1%
0.134143358	1	< 0.1%
0.134373159	1	< 0.1%
0.134373774	1	< 0.1%
0.134379165	1	< 0.1%
0.134379716	1	< 0.1%

Value	Count	Frequency (%)
0.44750975	1	< 0.1%
0.445872441	1	< 0.1%
0.443826291	1	< 0.1%
0.44060994	1	< 0.1%
0.433570789	1	< 0.1%
0.432207129	1	< 0.1%
0.43031883	1	< 0.1%
0.430064476	1	< 0.1%
0.429832673	1	< 0.1%
0.426948386	1	< 0.1%

0.7
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.203196054

Minimum	0.124633792
Maximum	0.410605165
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.124633792
5-th percentile	0.142803857
Q1	0.181452824
median	0.1974021035
Q3	0.2293350278
95-th percentile	0.2621491356
Maximum	0.410605165
Range	0.285971373
Interquartile range (IQR)	0.04788220375

Descriptive statistics

Standard deviation	0.03785725327
Coefficient of variation (CV)	0.1863089982
Kurtosis	1.669523616
Mean	0.203196054
Median Absolute Deviation (MAD)	0.0240605285
Skewness	0.6918374653
Sum	2772.000569
Variance	0.001433171625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.250065938	1	< 0.1%
0.188413439	1	< 0.1%
0.189873434	1	< 0.1%
0.189959804	1	< 0.1%
0.189213363	1	< 0.1%
0.186029548	1	< 0.1%
0.183527031	1	< 0.1%
0.179419352	1	< 0.1%
0.176175587	1	< 0.1%
0.173593062	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.124633792	1	< 0.1%
0.12463628	1	< 0.1%
0.124641074	1	< 0.1%
0.124642734	1	< 0.1%
0.125485394	1	< 0.1%
0.125605342	1	< 0.1%
0.125757988	1	< 0.1%
0.125761114	1	< 0.1%
0.125762971	1	< 0.1%
0.12576719	1	< 0.1%

Value	Count	Frequency (%)
0.410605165	1	< 0.1%
0.410068475	1	< 0.1%
0.407199367	1	< 0.1%
0.404773631	1	< 0.1%
0.397235179	1	< 0.1%
0.396565421	1	< 0.1%
0.395266604	1	< 0.1%
0.393396155	1	< 0.1%
0.392528989	1	< 0.1%
0.39031652	1	< 0.1%

0.8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13640
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1901629589

Minimum	0.117846214
Maximum	0.377628354
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.117846214
5-th percentile	0.1347087577
Q1	0.1698074727
median	0.1836891815
Q3	0.2150780663
95-th percentile	0.2444608031
Maximum	0.377628354
Range	0.25978214
Interquartile range (IQR)	0.0452705935

Descriptive statistics

Standard deviation	0.03512530245
Coefficient of variation (CV)	0.1847115898
Kurtosis	1.337634467
Mean	0.1901629589
Median Absolute Deviation (MAD)	0.0214551495
Skewness	0.6897491121
Sum	2594.203085
Variance	0.001233786872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.179868793	2	< 0.1%
0.161078824	2	< 0.1%
0.231535343	1	< 0.1%
0.148009625	1	< 0.1%
0.172373853	1	< 0.1%
0.177129568	1	< 0.1%
0.178519567	1	< 0.1%
0.178822807	1	< 0.1%
0.178259085	1	< 0.1%
0.175301213	1	< 0.1%
Other values (13630)	13630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.117846214	1	< 0.1%
0.11785263	1	< 0.1%
0.11785431	1	< 0.1%
0.117859947	1	< 0.1%
0.118677168	1	< 0.1%
0.118832955	1	< 0.1%
0.118924801	1	< 0.1%
0.118929227	1	< 0.1%
0.118932793	1	< 0.1%
0.118938182	1	< 0.1%

Value	Count	Frequency (%)
0.377628354	1	< 0.1%
0.377204983	1	< 0.1%
0.374017872	1	< 0.1%
0.372373135	1	< 0.1%
0.364356989	1	< 0.1%
0.364223803	1	< 0.1%
0.363988104	1	< 0.1%
0.359922672	1	< 0.1%
0.358502559	1	< 0.1%
0.357067202	1	< 0.1%

0.9
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1792925081

Minimum	0.112773344
Maximum	0.349102109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.112773344
5-th percentile	0.1281335977
Q1	0.1573503465
median	0.172806795
Q3	0.2037042755
95-th percentile	0.2341193551
Maximum	0.349102109
Range	0.236328765
Interquartile range (IQR)	0.046353929

Descriptive statistics

Standard deviation	0.03367421826
Coefficient of variation (CV)	0.1878172079
Kurtosis	0.8241667633
Mean	0.1792925081
Median Absolute Deviation (MAD)	0.0211406935
Skewness	0.6880317734
Sum	2445.908395
Variance	0.001133952976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.173265241	2	< 0.1%
0.221403557	1	< 0.1%
0.123875572	1	< 0.1%
0.167424006	1	< 0.1%
0.169327684	1	< 0.1%
0.169706064	1	< 0.1%
0.16922864	1	< 0.1%
0.1664211	1	< 0.1%
0.164350616	1	< 0.1%
0.160419917	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.112773344	1	< 0.1%
0.112778673	1	< 0.1%
0.112787945	1	< 0.1%
0.112792568	1	< 0.1%
0.113581187	1	< 0.1%
0.113708181	1	< 0.1%
0.11375468	1	< 0.1%
0.113758429	1	< 0.1%
0.113768321	1	< 0.1%
0.113772855	1	< 0.1%

Value	Count	Frequency (%)
0.349102109	1	< 0.1%
0.347883935	1	< 0.1%
0.344859206	1	< 0.1%
0.343999491	1	< 0.1%
0.336500091	1	< 0.1%
0.335770684	1	< 0.1%
0.335560444	1	< 0.1%
0.330534359	1	< 0.1%
0.330096796	1	< 0.1%
0.328633138	1	< 0.1%

1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13640
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1711099154

Minimum	0.109261849
Maximum	0.32542324
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.109261849
5-th percentile	0.1229677595
Q1	0.1482841072
median	0.165295607
Q3	0.1947479805
95-th percentile	0.2260917783
Maximum	0.32542324
Range	0.216161391
Interquartile range (IQR)	0.04646387325

Descriptive statistics

Standard deviation	0.03275067855
Coefficient of variation (CV)	0.1914014069
Kurtosis	0.413978914
Mean	0.1711099154
Median Absolute Deviation (MAD)	0.0217219845
Skewness	0.6513278704
Sum	2334.281466
Variance	0.001072606945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.207933083	2	< 0.1%
0.130885032	2	< 0.1%
0.220933405	1	< 0.1%
0.118674112	1	< 0.1%
0.162227381	1	< 0.1%
0.162521815	1	< 0.1%
0.162024258	1	< 0.1%
0.159288525	1	< 0.1%
0.157319995	1	< 0.1%
0.153455404	1	< 0.1%
Other values (13630)	13630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.109261849	1	< 0.1%
0.109265969	1	< 0.1%
0.109283179	1	< 0.1%
0.109286687	1	< 0.1%
0.110042588	1	< 0.1%
0.110090217	1	< 0.1%
0.110105775	1	< 0.1%
0.110108784	1	< 0.1%
0.110125297	1	< 0.1%
0.110128882	1	< 0.1%

Value	Count	Frequency (%)
0.32542324	1	< 0.1%
0.323644407	1	< 0.1%
0.320731124	1	< 0.1%
0.320647668	1	< 0.1%
0.313666406	1	< 0.1%
0.312225376	1	< 0.1%
0.311929384	1	< 0.1%
0.310822511	1	< 0.1%
0.307927728	1	< 0.1%
0.307830312	1	< 0.1%

1.1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1661202776

Minimum	0.107101371
Maximum	0.307730505
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.107101371
5-th percentile	0.1193238317
Q1	0.1443880515
median	0.1602329325
Q3	0.18845217
95-th percentile	0.2206061489
Maximum	0.307730505
Range	0.200629134
Interquartile range (IQR)	0.0440641185

Descriptive statistics

Standard deviation	0.03142234108
Coefficient of variation (CV)	0.189154157
Kurtosis	0.2801329903
Mean	0.1661202776
Median Absolute Deviation (MAD)	0.0203713775
Skewness	0.6360555405
Sum	2266.212828
Variance	0.0009873635192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.228418042	1	< 0.1%
0.149300668	1	< 0.1%
0.157112811	1	< 0.1%
0.157166016	1	< 0.1%
0.156542654	1	< 0.1%
0.153802889	1	< 0.1%
0.15185769	1	< 0.1%
0.148051793	1	< 0.1%
0.145093735	1	< 0.1%
0.142874016	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.107101371	1	< 0.1%
0.107104287	1	< 0.1%
0.107128958	1	< 0.1%
0.107131364	1	< 0.1%
0.107784929	1	< 0.1%
0.107787205	1	< 0.1%
0.107787609	1	< 0.1%
0.10780997	1	< 0.1%
0.107812603	1	< 0.1%
0.107851609	1	< 0.1%

Value	Count	Frequency (%)
0.307730505	1	< 0.1%
0.30572207	1	< 0.1%
0.303507045	1	< 0.1%
0.302882321	1	< 0.1%
0.296543839	1	< 0.1%
0.295851247	1	< 0.1%
0.294853169	1	< 0.1%
0.294787813	1	< 0.1%
0.292557984	1	< 0.1%
0.292455705	1	< 0.1%

1.2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1637185493

Minimum	0.106038705
Maximum	0.296793631
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.106038705
5-th percentile	0.116936661
Q1	0.1443298572
median	0.1578262125
Q3	0.1850573433
95-th percentile	0.2177693686
Maximum	0.296793631
Range	0.190754926
Interquartile range (IQR)	0.040727486

Descriptive statistics

Standard deviation	0.03040122289
Coefficient of variation (CV)	0.185691988
Kurtosis	0.2621540873
Mean	0.1637185493
Median Absolute Deviation (MAD)	0.019228105
Skewness	0.5828122652
Sum	2233.44845
Variance	0.0009242343535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.189122496	2	< 0.1%
0.1531549	1	< 0.1%
0.1534799	1	< 0.1%
0.152640402	1	< 0.1%
0.149831034	1	< 0.1%
0.147837201	1	< 0.1%
0.144087059	1	< 0.1%
0.141175199	1	< 0.1%
0.139015708	1	< 0.1%
0.126028072	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.106038705	1	< 0.1%
0.106040524	1	< 0.1%
0.106071604	1	< 0.1%
0.106073014	1	< 0.1%
0.106556724	1	< 0.1%
0.106558335	1	< 0.1%
0.106567537	1	< 0.1%
0.1065865	1	< 0.1%
0.106588262	1	< 0.1%
0.106740035	1	< 0.1%

Value	Count	Frequency (%)
0.296793631	1	< 0.1%
0.294931396	1	< 0.1%
0.293319369	1	< 0.1%
0.292145869	1	< 0.1%
0.285849498	1	< 0.1%
0.285534759	1	< 0.1%
0.284956472	1	< 0.1%
0.284502452	1	< 0.1%
0.28190278	1	< 0.1%
0.281838725	1	< 0.1%

1.3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13640
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1629655491

Minimum	0.105816316
Maximum	0.292353183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.105816316
5-th percentile	0.1155485485
Q1	0.1430215698
median	0.1581576595
Q3	0.1838252157
95-th percentile	0.2169722434
Maximum	0.292353183
Range	0.186536867
Interquartile range (IQR)	0.040803646

Descriptive statistics

Standard deviation	0.03057482932
Coefficient of variation (CV)	0.1876152935
Kurtosis	0.1852767953
Mean	0.1629655491
Median Absolute Deviation (MAD)	0.0203922835
Skewness	0.5142253911
Sum	2223.176021
Variance	0.0009348201881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.131203702	2	< 0.1%
0.1467717	2	< 0.1%
0.110704984	1	< 0.1%
0.152016695	1	< 0.1%
0.151242127	1	< 0.1%
0.150123099	1	< 0.1%
0.147194959	1	< 0.1%
0.14509445	1	< 0.1%
0.141399351	1	< 0.1%
0.138528487	1	< 0.1%
Other values (13630)	13630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.105816316	1	< 0.1%
0.105817202	1	< 0.1%
0.105853423	1	< 0.1%
0.105853991	1	< 0.1%
0.106176919	1	< 0.1%
0.106177965	1	< 0.1%
0.106188708	1	< 0.1%
0.106210485	1	< 0.1%
0.1062115	1	< 0.1%
0.106269906	1	< 0.1%

Value	Count	Frequency (%)
0.292353183	1	< 0.1%
0.290926376	1	< 0.1%
0.289698787	1	< 0.1%
0.288187574	1	< 0.1%
0.281962627	1	< 0.1%
0.281345514	1	< 0.1%
0.280841758	1	< 0.1%
0.280594066	1	< 0.1%
0.279758579	1	< 0.1%
0.277118902	1	< 0.1%

1.4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1632808952

Minimum	0.105808931
Maximum	0.293139123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.105808931
5-th percentile	0.1149738519
Q1	0.1409380605
median	0.158907537
Q3	0.1851836353
95-th percentile	0.2202095628
Maximum	0.293139123
Range	0.187330192
Interquartile range (IQR)	0.04424557475

Descriptive statistics

Standard deviation	0.03197074631
Coefficient of variation (CV)	0.1958021254
Kurtosis	0.1461595536
Mean	0.1632808952
Median Absolute Deviation (MAD)	0.0218434155
Skewness	0.5335825917
Sum	2227.477972
Variance	0.00102212862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.146574962	2	< 0.1%
0.268613154	1	< 0.1%
0.114227365	1	< 0.1%
0.15318518	1	< 0.1%
0.151460192	1	< 0.1%
0.150192342	1	< 0.1%
0.148760551	1	< 0.1%
0.145682797	1	< 0.1%
0.143435325	1	< 0.1%
0.139794507	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.105808931	1	< 0.1%
0.105810291	1	< 0.1%
0.105811651	1	< 0.1%
0.105841493	1	< 0.1%
0.106206461	1	< 0.1%
0.106206587	1	< 0.1%
0.106232423	1	< 0.1%
0.106246636	1	< 0.1%
0.106246748	1	< 0.1%
0.10642492	1	< 0.1%

Value	Count	Frequency (%)
0.293139123	1	< 0.1%
0.292273442	1	< 0.1%
0.291240964	1	< 0.1%
0.289573903	1	< 0.1%
0.286692706	1	< 0.1%
0.284218331	1	< 0.1%
0.283538145	1	< 0.1%
0.282435768	1	< 0.1%
0.281844082	1	< 0.1%
0.281064811	1	< 0.1%

1.5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13640
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1643248101

Minimum	0.105755984
Maximum	0.297555348
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.105755984
5-th percentile	0.1149316845
Q1	0.139484042
median	0.1600037605
Q3	0.1862867563
95-th percentile	0.2274192669
Maximum	0.297555348
Range	0.191799364
Interquartile range (IQR)	0.04680271425

Descriptive statistics

Standard deviation	0.03423508514
Coefficient of variation (CV)	0.2083378957
Kurtosis	0.2475717916
Mean	0.1643248101
Median Absolute Deviation (MAD)	0.023238827
Skewness	0.6475210363
Sum	2241.719059
Variance	0.001172041054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.133202164	2	< 0.1%
0.155583893	2	< 0.1%
0.282659468	1	< 0.1%
0.112297631	1	< 0.1%
0.151828781	1	< 0.1%
0.150068222	1	< 0.1%
0.148315831	1	< 0.1%
0.145073608	1	< 0.1%
0.142656067	1	< 0.1%
0.139067349	1	< 0.1%
Other values (13630)	13630	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.105755984	1	< 0.1%
0.105756695	1	< 0.1%
0.105757483	1	< 0.1%
0.105790895	1	< 0.1%
0.106132432	1	< 0.1%
0.106646161	1	< 0.1%
0.106650672	1	< 0.1%
0.106651071	1	< 0.1%
0.106680736	1	< 0.1%
0.10702639	1	< 0.1%

Value	Count	Frequency (%)
0.297555348	1	< 0.1%
0.297250232	1	< 0.1%
0.296287045	1	< 0.1%
0.29557077	1	< 0.1%
0.294579205	1	< 0.1%
0.292664982	1	< 0.1%
0.29082599	1	< 0.1%
0.289929821	1	< 0.1%
0.289901476	1	< 0.1%
0.289449606	1	< 0.1%

1.6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1658789495

Minimum	0.106092392
Maximum	0.305899937
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.106092392
5-th percentile	0.1154044257
Q1	0.1386058
median	0.1602824075
Q3	0.186490072
95-th percentile	0.2380970523
Maximum	0.305899937
Range	0.199807545
Interquartile range (IQR)	0.047884272

Descriptive statistics

Standard deviation	0.03699748216
Coefficient of variation (CV)	0.2230390431
Kurtosis	0.4476811669
Mean	0.1658789495
Median Absolute Deviation (MAD)	0.023897659
Skewness	0.8010563239
Sum	2262.920629
Variance	0.001368813686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.125231421	2	< 0.1%
0.296171512	1	< 0.1%
0.112309268	1	< 0.1%
0.150635454	1	< 0.1%
0.148571672	1	< 0.1%
0.145161644	1	< 0.1%
0.142564545	1	< 0.1%
0.139024084	1	< 0.1%
0.136247359	1	< 0.1%
0.134222382	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.106092392	1	< 0.1%
0.106092562	1	< 0.1%
0.106092875	1	< 0.1%
0.10612912	1	< 0.1%
0.106427828	1	< 0.1%
0.106946778	1	< 0.1%
0.106952452	1	< 0.1%
0.10695266	1	< 0.1%
0.106985565	1	< 0.1%
0.10731726	1	< 0.1%

Value	Count	Frequency (%)
0.305899937	1	< 0.1%
0.304451357	1	< 0.1%
0.304252641	1	< 0.1%
0.303486735	1	< 0.1%
0.303179648	1	< 0.1%
0.303129613	1	< 0.1%
0.301797517	1	< 0.1%
0.300644012	1	< 0.1%
0.300630762	1	< 0.1%
0.30049799	1	< 0.1%

1.7
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13639
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1677921054

Minimum	0.106715272
Maximum	0.316892075
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.106715272
5-th percentile	0.1160252327
Q1	0.1382173947
median	0.160518977
Q3	0.1877323865
95-th percentile	0.2506184439
Maximum	0.316892075
Range	0.210176803
Interquartile range (IQR)	0.04951499175

Descriptive statistics

Standard deviation	0.03999004688
Coefficient of variation (CV)	0.2383309202
Kurtosis	0.6705754601
Mean	0.1677921054
Median Absolute Deviation (MAD)	0.0247409345
Skewness	0.9509108649
Sum	2289.019902
Variance	0.00159920385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.144158025	2	< 0.1%
0.211416683	2	< 0.1%
0.122909582	2	< 0.1%
0.309045176	1	< 0.1%
0.11462709	1	< 0.1%
0.151702004	1	< 0.1%
0.149345255	1	< 0.1%
0.145771132	1	< 0.1%
0.142994227	1	< 0.1%
0.139496975	1	< 0.1%
Other values (13629)	13629	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.106715272	1	< 0.1%
0.106715348	1	< 0.1%
0.10671562	1	< 0.1%
0.106753731	1	< 0.1%
0.10701564	1	< 0.1%
0.107593728	1	< 0.1%
0.107599996	1	< 0.1%
0.107600692	1	< 0.1%
0.107635808	1	< 0.1%
0.107929498	1	< 0.1%

Value	Count	Frequency (%)
0.316892075	1	< 0.1%
0.315689237	1	< 0.1%
0.314309201	1	< 0.1%
0.313284993	1	< 0.1%
0.312984358	1	< 0.1%
0.312919478	1	< 0.1%
0.312715544	1	< 0.1%
0.312285797	1	< 0.1%
0.311917616	1	< 0.1%
0.311797591	1	< 0.1%

1.8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13641
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1699550217

Minimum	0.107545276
Maximum	0.328163762
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.107545276
5-th percentile	0.1171079615
Q1	0.1382773047
median	0.161215526
Q3	0.1892401805
95-th percentile	0.2642118874
Maximum	0.328163762
Range	0.220618486
Interquartile range (IQR)	0.05096287575

Descriptive statistics

Standard deviation	0.04304658648
Coefficient of variation (CV)	0.2532822276
Kurtosis	0.8727070909
Mean	0.1699550217
Median Absolute Deviation (MAD)	0.025404409
Skewness	1.07925749
Sum	2318.526405
Variance	0.001853008608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.129313293	2	< 0.1%
0.321259501	1	< 0.1%
0.116154724	1	< 0.1%
0.156181353	1	< 0.1%
0.153119283	1	< 0.1%
0.150491634	1	< 0.1%
0.146760795	1	< 0.1%
0.143809312	1	< 0.1%
0.140349666	1	< 0.1%
0.137610279	1	< 0.1%
Other values (13631)	13631	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.107545276	1	< 0.1%
0.107545667	1	< 0.1%
0.1075463	1	< 0.1%
0.10758545	1	< 0.1%
0.107815844	1	< 0.1%
0.108489858	1	< 0.1%
0.108496581	1	< 0.1%
0.108497665	1	< 0.1%
0.108534482	1	< 0.1%
0.108795665	1	< 0.1%

Value	Count	Frequency (%)
0.328163762	1	< 0.1%
0.328098078	1	< 0.1%
0.325617724	1	< 0.1%
0.325387933	1	< 0.1%
0.325314802	1	< 0.1%
0.324326109	1	< 0.1%
0.324084245	1	< 0.1%
0.323951909	1	< 0.1%
0.323234783	1	< 0.1%
0.323150026	1	< 0.1%

1.9
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	13642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.172287154

Minimum	0.108522839
Maximum	0.340378351
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	106.7 KiB

Quantile statistics

Minimum	0.108522839
5-th percentile	0.1182492779
Q1	0.1386853258
median	0.162009476
Q3	0.1914474262
95-th percentile	0.2768925057
Maximum	0.340378351
Range	0.231855512
Interquartile range (IQR)	0.0527621005

Descriptive statistics

Standard deviation	0.04607215676
Coefficient of variation (CV)	0.2674149272
Kurtosis	1.040367009
Mean	0.172287154
Median Absolute Deviation (MAD)	0.026289017
Skewness	1.183207751
Sum	2350.341355
Variance	0.002122643629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.332831491	1	< 0.1%
0.186553323	1	< 0.1%
0.158200114	1	< 0.1%
0.154776413	1	< 0.1%
0.151900278	1	< 0.1%
0.148021598	1	< 0.1%
0.144903565	1	< 0.1%
0.141475916	1	< 0.1%
0.138748259	1	< 0.1%
0.136740834	1	< 0.1%
Other values (13632)	13632	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.108522839	1	< 0.1%
0.108523486	1	< 0.1%
0.108524411	1	< 0.1%
0.108564335	1	< 0.1%
0.10876772	1	< 0.1%
0.109561543	1	< 0.1%
0.109568612	1	< 0.1%
0.109570001	1	< 0.1%
0.10960812	1	< 0.1%
0.109841527	1	< 0.1%

Value	Count	Frequency (%)
0.340378351	1	< 0.1%
0.339265505	1	< 0.1%
0.337535619	1	< 0.1%
0.336862524	1	< 0.1%
0.336729285	1	< 0.1%
0.336154069	1	< 0.1%
0.336149406	1	< 0.1%
0.335965515	1	< 0.1%
0.335434663	1	< 0.1%
0.334732963	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Date	Tenor	0.1	0.2	0.3	0.4	0.5	0.6	0.7	0.8	0.9	1	1.1	1.2	1.3	1.4	1.5	1.6	1.7	1.8	1.9
0	1/5/2017	2M	0.468214	0.419251	0.376260	0.338158	0.304372	0.274823	0.250066	0.231535	0.221404	0.220933	0.228418	0.240437	0.254316	0.268613	0.282659	0.296172	0.309045	0.321260	0.332831
1	1/5/2017	3M	0.458471	0.412710	0.372717	0.337489	0.306511	0.279714	0.257540	0.241007	0.231434	0.229423	0.233839	0.242411	0.253100	0.264611	0.276244	0.287647	0.298654	0.309196	0.319254
2	1/5/2017	6M	0.410305	0.374189	0.343045	0.316070	0.292842	0.273231	0.257346	0.245440	0.237726	0.234116	0.234078	0.236765	0.241295	0.246945	0.253200	0.259726	0.266312	0.272831	0.279207
3	1/5/2017	9M	0.385267	0.354580	0.328360	0.305878	0.286712	0.270643	0.257590	0.247529	0.240401	0.236030	0.234085	0.234121	0.235658	0.238264	0.241586	0.245360	0.249397	0.253564	0.257773
4	1/5/2017	1Y	0.358986	0.333608	0.312126	0.293870	0.278408	0.265457	0.254819	0.246339	0.239855	0.235185	0.232109	0.230384	0.229760	0.230003	0.230908	0.232303	0.234052	0.236049	0.238213
5	1/5/2017	2Y	0.355053	0.330872	0.310322	0.292731	0.277657	0.264797	0.253937	0.244914	0.237589	0.231820	0.227457	0.224335	0.222278	0.221112	0.220671	0.220808	0.221394	0.222325	0.223515
6	1/5/2017	3Y	0.353224	0.329465	0.309176	0.291688	0.276554	0.263462	0.252196	0.242591	0.234520	0.227866	0.222513	0.218340	0.215214	0.212999	0.211557	0.210758	0.210483	0.210629	0.211107
7	1/5/2017	4Y	0.356670	0.332598	0.311924	0.293972	0.278282	0.264537	0.252513	0.242047	0.233017	0.225324	0.218878	0.213589	0.209358	0.206079	0.203641	0.201927	0.200827	0.200237	0.200063
8	1/5/2017	5Y	0.353424	0.329538	0.308991	0.291109	0.275438	0.261661	0.249554	0.238956	0.229748	0.221834	0.215132	0.209562	0.205037	0.201462	0.198734	0.196746	0.195392	0.194570	0.194188
9	1/5/2017	6Y	0.344097	0.320744	0.300635	0.283113	0.267736	0.254195	0.242273	0.231812	0.222699	0.214844	0.208171	0.202606	0.198070	0.194472	0.191717	0.189700	0.188318	0.187470	0.187064

Last rows

	Date	Tenor	0.1	0.2	0.3	0.4	0.5	0.6	0.7	0.8	0.9	1	1.1	1.2	1.3	1.4	1.5	1.6	1.7	1.8	1.9
13632	10/14/2019	6Y	0.324361	0.305932	0.289844	0.275654	0.263045	0.251780	0.241683	0.232617	0.224476	0.217175	0.210644	0.204823	0.199660	0.195106	0.191118	0.187651	0.184662	0.182109	0.179950
13633	10/14/2019	7Y	0.319508	0.301460	0.285711	0.271822	0.259479	0.248448	0.238553	0.229658	0.221658	0.214468	0.208018	0.202250	0.197113	0.192560	0.188549	0.185039	0.181989	0.179360	0.177114
13634	10/14/2019	8Y	0.314505	0.296786	0.281329	0.267700	0.255586	0.244756	0.235035	0.226289	0.218414	0.211324	0.204951	0.199238	0.194134	0.189595	0.185580	0.182049	0.178964	0.176289	0.173988
13635	10/14/2019	9Y	0.310366	0.292960	0.277782	0.264402	0.252510	0.241875	0.232326	0.223729	0.215978	0.208991	0.202698	0.197044	0.191978	0.187457	0.183441	0.179893	0.176776	0.174056	0.171699
13636	10/14/2019	10Y	0.306925	0.289818	0.274907	0.261766	0.250087	0.239643	0.230261	0.221809	0.214182	0.207297	0.201086	0.195492	0.190467	0.185968	0.181955	0.178393	0.175248	0.172486	0.170075
13637	10/14/2019	15Y	0.290467	0.274071	0.259819	0.247286	0.236167	0.226238	0.217329	0.209309	0.202077	0.195550	0.189663	0.184359	0.179593	0.175321	0.171508	0.168118	0.165119	0.162481	0.160172
13638	10/14/2019	20Y	0.279726	0.263635	0.249695	0.237473	0.226660	0.217030	0.208411	0.200674	0.193716	0.187456	0.181826	0.176772	0.172247	0.168208	0.164617	0.161440	0.158642	0.156194	0.154063
13639	10/14/2019	25Y	0.275693	0.259711	0.245916	0.233859	0.223221	0.213769	0.205330	0.197769	0.190981	0.184884	0.179409	0.174499	0.170106	0.166187	0.162703	0.159618	0.156900	0.154517	0.152440
13640	10/14/2019	30Y	0.271637	0.256054	0.242648	0.230965	0.220685	0.211571	0.203450	0.196186	0.189673	0.183826	0.178577	0.173867	0.169647	0.165873	0.162507	0.159514	0.156861	0.154518	0.152458
13641	10/14/2019	40Y	0.266593	0.251865	0.239246	0.228285	0.218661	0.210144	0.202557	0.195766	0.189666	0.184171	0.179214	0.174736	0.170689	0.167031	0.163726	0.160742	0.158050	0.155624	0.153441

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows